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algorithm-study

als-recommender-system-pyspark-lab-onl01-dtsc-pt-012120

apis

applying-gradient-descent-data-science-intro-000

applying-gradient-descent-lab-data-science-intro-000

applying-nearest-neighbors-data-science-intro-000

avocado-time-series

Code-along from Coursera to learn how to utilize Facebook Prophet by predicting demand and pricing for avocados utilizing Facebook's time series modeling package, fbprophet.

bodo-covid

box-office-opportunities

Analysis of what types of films are doing the best at the box office to advise CEO of Microsoft what types of films are most profitable to invest in.

buy-and-hold-real-estate-investing

A time series analysis to discover the top 5 best zip codes to invest in. We will be forecasting real estate prices of various zip codes using data from Zillow.

calculating-distance-data-science-intro-000

calculating-distance-lab-data-science-intro-000

class-kaggle-competition-king-county-housing

Class competition on King County Housing Dataset

collaborative-filtering-recommendations

Making recommendations to a customer based on previous customers with similar attributes by calculating affinity scores.

conditionals-python-lab-data-science-intro-000

conditionals-python-readme-data-science-intro-000

customer-attrition-patterns

First we conduct a Market Basket Analysis using the Aprori algorithm to look for any customer patterns in the data. This is also known as Association Rules Mining.

customer-lifetime-value

Calculating customer lifetime value.

customer-product-orders-ab-testing

customer-resolution

Use K-Means Clustering to correctly classify callers according to their concern and direct them to the best/most efficient method for resolution.

customer-segmentation

derivative-rules-ds-apply-000

ds-spark-sparkcontext-onl01-dtsc-pt-012120

ds-xgboost-lab-onl01-dtsc-pt-012120

dsc-ab-testing-lab-onl01-dtsc-pt-012120

dsc-accessing-data-with-pandas-lab-onl01-dtsc-pt-012120

dsc-accessing-data-with-pandas-onl01-dtsc-pt-012120

dsc-analyzing-macbeth-project-v2-1-onl01-dtsc-pt-012120

dsc-anova-lab-onl01-dtsc-pt-012120

dsc-applying-gradient-descent-lab-onl01-dtsc-pt-012120